Details

Time bar (total: 14.8s)

sample143.0ms

Algorithm
intervals
Results
42.0ms104×body320valid
21.0ms270×body80nan
21.0ms526×pre80true
16.0ms99×body160valid
6.0ms19×body640valid
3.0ms34×body80valid

simplify116.0ms

Counts
1 → 1
Iterations
IterNodes
done120
5120
4112
383
242
122
012

prune5.0ms

Pruning

1 alts after pruning (1 fresh and 0 done)

Merged error: 51.7b

localize23.0ms

Local error

Found 4 expressions with local error:

0.1b
(- (* b b) (* (* 3.0 a) c))
0.2b
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
0.3b
(* (* 3.0 a) c)
26.6b
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

rewrite158.0ms

Algorithm
rewrite-expression-head
Rules
22×*-un-lft-identity
14×add-cbrt-cube add-exp-log
10×add-sqr-sqrt fma-def add-cube-cbrt add-log-exp
pow1
distribute-rgt-neg-in distribute-lft-out
times-frac associate-/l*
expm1-log1p-u prod-exp cbrt-unprod log1p-expm1-u
distribute-lft-neg-in associate-*r* pow-prod-down
neg-sub0 cbrt-undiv sum-log flip3-+ div-exp associate-+l- flip-+ associate-/l/
+-commutative clear-num associate-/r* neg-mul-1 sub-neg frac-2neg flip3-- fma-neg diff-log div-sub associate-*l* prod-diff neg-log *-commutative div-inv flip--
Counts
4 → 93
Calls
4 calls:
14.0ms
(- (* b b) (* (* 3.0 a) c))
78.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
26.0ms
(* (* 3.0 a) c)
36.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

series339.0ms

Counts
4 → 12
Calls
4 calls:
66.0ms
(- (* b b) (* (* 3.0 a) c))
155.0ms
(/ (+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c)))) (* 3.0 a))
26.0ms
(* (* 3.0 a) c)
92.0ms
(+ (- b) (sqrt (- (* b b) (* (* 3.0 a) c))))

simplify2.4s

Counts
105 → 105
Iterations
IterNodes
done5000
22801
1471
0167

prune768.0ms

Pruning

15 alts after pruning (15 fresh and 0 done)

Merged error: 2.9b

localize6.0ms

rewrite0.0ms

Algorithm
rewrite-expression-head
Rules
Counts
0 → 0

series0.0ms

Counts
0 → 0

simplify0.0ms

Counts
0 → 0
Iterations
IterNodes
done0
00

prune86.0ms

Pruning

15 alts after pruning (14 fresh and 1 done)

Merged error: 2.9b

localize14.0ms

Local error

Found 3 expressions with local error:

0.3b
(/ (* a c) b)
0.3b
(* -1.5 (/ (* a c) b))
0.4b
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

rewrite79.0ms

Algorithm
rewrite-expression-head
Rules
49×add-cbrt-cube add-exp-log
17×prod-exp cbrt-unprod
16×cbrt-undiv div-exp
10×add-sqr-sqrt
*-un-lft-identity add-cube-cbrt
times-frac associate-*r*
pow1
associate-/r*
expm1-log1p-u associate-*l* log1p-expm1-u div-inv add-log-exp
clear-num frac-2neg associate-*r/ associate-/l*
pow-prod-down *-commutative unswap-sqr associate-/l/
Counts
3 → 84
Calls
3 calls:
15.0ms
(/ (* a c) b)
33.0ms
(* -1.5 (/ (* a c) b))
26.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

series101.0ms

Counts
3 → 9
Calls
3 calls:
25.0ms
(/ (* a c) b)
30.0ms
(* -1.5 (/ (* a c) b))
44.0ms
(/ (* -1.5 (/ (* a c) b)) (* 3.0 a))

simplify1.5s

Counts
93 → 93
Iterations
IterNodes
done5001
22851
1401
0129

prune582.0ms

Pruning

25 alts after pruning (24 fresh and 1 done)

Merged error: 2.9b

localize37.0ms

Local error

Found 4 expressions with local error:

0.3b
(/ (* a c) b)
0.3b
(/ (* a c) b)
0.3b
(* (* -1.5 (sqrt (/ (* a c) b))) (sqrt (/ (* a c) b)))
0.4b
(/ (* (* -1.5 (sqrt (/ (* a c) b))) (sqrt (/ (* a c) b))) (* 3.0 a))

rewrite210.0ms

Algorithm
rewrite-expression-head
Rules
40×add-cbrt-cube add-exp-log
14×prod-exp cbrt-unprod
11×add-sqr-sqrt *-un-lft-identity add-cube-cbrt
10×cbrt-undiv times-frac div-exp associate-*r*
pow1
sqrt-div
associate-/r* sqrt-prod
associate-*r/
expm1-log1p-u log1p-expm1-u div-inv add-log-exp
clear-num frac-2neg pow-prod-down associate-/l* associate-/l/
frac-times associate-*l/
associate-*l* *-commutative
Counts
4 → 106
Calls
4 calls:
8.0ms
(/ (* a c) b)
7.0ms
(/ (* a c) b)
87.0ms
(* (* -1.5 (sqrt (/ (* a c) b))) (sqrt (/ (* a c) b)))
106.0ms
(/ (* (* -1.5 (sqrt (/ (* a c) b))) (sqrt (/ (* a c) b))) (* 3.0 a))

series232.0ms

Counts
4 → 12
Calls
4 calls:
30.0ms
(/ (* a c) b)
36.0ms
(/ (* a c) b)
117.0ms
(* (* -1.5 (sqrt (/ (* a c) b))) (sqrt (/ (* a c) b)))
49.0ms
(/ (* (* -1.5 (sqrt (/ (* a c) b))) (sqrt (/ (* a c) b))) (* 3.0 a))

simplify1.8s

Counts
118 → 118
Iterations
IterNodes
done5000
23280
1424
0145

prune651.0ms

Pruning

25 alts after pruning (24 fresh and 1 done)

Merged error: 2.8b

regimes1.2s

Accuracy

13.2% (3.1b remaining)

Error of 5.8b against oracle of 2.7b and baseline of 6.3b

bsearch3.0ms

simplify5.0ms

Iterations
IterNodes
done38
138
029

end0.0ms

sample4.4s

Algorithm
intervals
Results
1.8s3556×body320valid
662.0ms7976×body80nan
643.0ms15976×pre80true
444.0ms2995×body160valid
146.0ms532×body640valid
92.0ms917×body80valid